Robust Backed-off Estimation of Out-of-Vocabulary Embeddings

no code implementations • Findings of the Association for Computational Linguistics 2020 • Nobukazu Fukuda, Naoki Yoshinaga, Masaru Kitsuregawa

In this study, inspired by the processes for creating words from known words, we propose a robust method of estimating oov word embeddings by referring to pre-trained word embeddings for known words with similar surfaces to target oov words.

Word Embeddings Word Similarity